Chunwei Tian

Academic Achievements (学术成果)

Highly Cited Papers（高被引论文）

Tian Chunwei, Zheng Menghua, Li Bo, Zhang Yanning, Zhang Shichao, Zhang David. Perceptive self-supervised learning network for noisy image watermark removal[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(8): 7069-7079. (JCR Q1/SCI-IF:8.4/ESI Highly Cited papers)
Tian Chunwei, Xu Yong, Zuo Wangmeng, Zhang Bob, Fei Lunke, Lin Chia-Wen. Coarse-to-fine CNN for image super-resolution [J], IEEE Transactions on Multimedia, 23:1489-1502, 2021. (JCR Q1/SCI-IF: 6.351/ESI Highly Cited paper/ Homepage of IEEE TMM)
Tian Chunwei, Zheng Menghua, Zuo Wangmeng, Zhang Bob, Zhang Yanning, Zhang David. Multi-stage image denoising with the wavelet transform[J]. Pattern Recognition, 2023, 134: 109050. (JCR Q1/SCI-IF: 7.5/ESI Highly Cited paper/ESI hot paper/PR 2023-2024 Paper with Distinction Prize)
Tian Chunwei, Zheng Menghua, Zuo Wangmeng, Zhang Shichao, Zhang Yanning, Lin Chia-Wen. A cross transformer for image denoising[J]. Information Fusion, 2024, 102: 102043. (JCR Q1/SCI-IF:18.6/ESI Highly Cited paper)
Tian Chunwei, Fei Lunke, Zheng Wenxian, Xu Yong, Zuo Wangmeng, Lin Chia-Wen. Deep Learning on Image Denoising: An overview [J], Neural Networks,131,251-275, 2020. (JCR Q1/SCI-IF:8.05/ ESI Highly Cited papers/ Homepage of NN / Contribution code for the GitHub in 2020)
Tian Chunwei, Xu Yong, Li Zuoyong, Zuo Wangmeng, Fei Lunke, Liu Hong. Attention-guided CNN for Image Denoising [J], Neural Networks, 124:117-129, 2020. (JCR Q1/SCI-IF: 8.05/ESI Highly Cited papers / Homepage of NN / Contribution code for the GitHub in 2020)
Tian Chunwei, Xu Yong, Zuo Wangmeng. Image Denoising Using Deep CNN with Batch Renormalization[J], Neural Networks, 121:461-473, 2020. (/JCR Q1SCI-IF: 8.05/ ESI Highly Cited papers/ Homepage of NN/ Contribution code for the GitHub in 2020/ Integrated by the iHub)
Zhang Qi, Xiao Jingyu, Tian Chunwei*, Lin Jerry Chun-Wei, Zhang Shichao. A robust deformed convolutional neural network (CNN) for image denoising[J]. CAAI Transactions on Intelligence Technology, 2023, 8(2): 331-342.( JCR Q1/SCI-IF:8.4/ ESI Highly Cited papers)

Cover paper, Annual excellent paper（封面论文、年度优秀论文）

C. Tian, Y. Xu, W. Zuo, B. Zhang, L. Fei, C. Lin. Coarse-to-fine CNN for image super-resolution [J]. IEEE Transactions on Multimedia, 23, 1489-1502, 2021. （Top international journal in multimedia field/First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:8.182）(Cover paper/ Excellent scientific and technological academic papers of a city)
C. Tian C, Y. Xu, W. Zuo. Image Denoising Using Deep CNN with Batch Renormalization [J]. Neural Networks, 121:461-473, 2020. (Proceedings of the International Society for Neural Networks/First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:9.657) （Cover paper）
C. Tian, Y. Xu, Z. Li, W. Zuo, L. Fei, H. Liu. Attention-guided CNN for Image Denoising[J]. Neural Networks, 124,117-129, 2020. (Proceedings of the International Society for Neural Networks/First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:9.657) （Cover paper）
C. Tian, L. Fei, W. Zheng, Y. Xu, W. Zuo C. Lin. Deep Learning on Image Denoising: An overview[J]. Neural Networks,131,251-275 2020. (Proceedings of the International Society for Neural Networks/First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:9.657) （Cover paper）
C. Tian, Y. Xu, et al. Enhanced CNN for image denoising [J],CAAI Transaction on Intelligence Technology, 4(1), 17– 23, 2019. (Journal of Chinese Society for Artificial Intelligence/First district of JRC /SCI-IF:7.985) （Excellent paper of the Year in 2020，Top 10 cited papers of journals in 2021）
C. Tian, Y. Xu, W. Zuo, C. Lin, D. Zhang. Asymmetric CNN for image super-resolution [J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022. (First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:11.471) （Top international journal of automation and control systems and computer control）(Excellent Natural Science Paper of a City/Excellent Science and technology academic paper of a City in 2022)
Q. Zhang, J. Xiao, C. Tian, J. Lin, S. Zhang. A robust deformed CNN for image denoising [J]. CAAI Transactions on Intelligence Technology, 2022. （Journal of Chinese Society for Artificial Intelligence/First district of JRC/SCI-IF:7.985）（Second quarter 2022 “Wiley High Contribution Author of Open Science in China”）
C. Tian, M. Zheng , W. Zuo, B. Zhang , Y. Zhang, D. Zhang. Multi-stage image denoising with the wavelet transform[J]. Pattern Recognition. 134:109050, 2023. (First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:8.518) (Proceedings of the International Association for Pattern Recognition/Top Journal of Computer Science Recognized by the Chinese Academy of Sciences)

GitHub 2020 with contributed paper code（GitHub 2020年具有贡献论文代码）

C. Tian C, Y. Xu, W. Zuo. Image Denoising Using Deep CNN with Batch Renormalization [J]. Neural Networks, 121:461-473, 2020. (Proceedings of the International Society for Neural Networks/First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:9.657) （Paper code rated as the largest international open source code platform GitHub 2020 has contributed code）
C. Tian, Y. Xu, Z. Li, W. Zuo, L. Fei, H. Liu. Attention-guided CNN for Image Denoising[J]. Neural Networks, 124,117-129, 2020. (Proceedings of the International Society for Neural Networks/First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:9.657) (Paper code rated as the largest international open source code platform GitHub 2020 has contributed code)
C. Tian, L. Fei, W. Zheng, Y. Xu, W. Zuo C. Lin. Deep Learning on Image Denoising: An overview[J]. Neural Networks,131,251-275 2020. (Proceedings of the International Society for Neural Networks/First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:9.657) (Paper code rated as the largest international open source code platform GitHub 2020 has contributed code)

Paper landing technique（论文落地技术）

C. Tian C, Y. Xu, W. Zuo. Image Denoising Using Deep CNN with Batch Renormalization [J]. Neural Networks, 121:461-473, 2020. (Proceedings of the International Society for Neural Networks/First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:9.657) （The paper technology is invited to integrate and run on iHub, a high-quality artificial intelligence platform in China affiliated to National Laboratory (Pengcheng Laboratory)）
C Tian, Y. Xu, et al. Enhanced CNN for image denoising [J],CAAI Transaction on Intelligence Technology, 4(1), 17– 23, 2019. (Journal of Chinese Society for Artificial Intelligence /SCI-IF:7.985) （Paper technology is invited to integrate and run on Profillic, an internationally renowned machine learning platform）
C. Tian, Y. Yuan, S. Zhang, C. Lin, W. Zuo, D. Zhang. Image Super-resolution with An Enhanced Group Convolutional Neural Network[J]. Neural Networks, 2022. (First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:9.657) (Proceedings of the International Society for Neural Networks) （Open source security community OSCS included）
C. Tian, G. Zhu, Z. Wu, Y. Xu, W. Zuo, C. Chen, C. Lin. Lightweight Image Super-Resolution with Enhanced CNN[J].Knowledge-based systems, 2020:106235. (First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:8.139 ) （Journal of Chinese Society for Artificial Intelligence）（CoreML code for Apple -ios system adapted for mobile terminals by Japanese engineers）
C. Tian, Y. Xu, Z. Li, W. Zuo, L. Fei, H. Liu. Attention-guided CNN for Image Denoising[J]. Neural Networks, 124,117-129, 2020. (Proceedings of the International Society for Neural Networks/First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:9.657) (The paper technology was purchased commercially by an American medical imaging company)
C. Tian, Y. Xu, W. Zuo, B. Zhang, L. Fei, C. Lin. Coarse-to-fine CNN for image super-resolution [J]. IEEE Transactions on Multimedia, 23, 1489-1502, 2021. (Top Journal in International Multimedia Field/District I of Chinese Academy of Sciences/District I of JCR /SCI-IF:8.182)（The open source security community OSCS collects and tests code as secure and reliable）

Invited by MSU’s Graphics& Media Lab to participate in the production of international Super-resolution benchmark（受MSU’s Graphics& Media Lab邀请参加国际Super-resolution benchmark的制作）

C. Tian, Y. Yuan, S. Zhang, C. Lin, W. Zuo, D. Zhang. Image Super-resolution with An Enhanced Group Convolutional Neural Network[J]. Neural Networks, 2022. (First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:9.657) (Proceedings of the International Society for Neural Networks) （The production of international Super-Resolution Benchmark)
C. Tian, Y. Zhang, W. Zuo, C. Lin, D. Zhang, Y. Yuan. A heterogenous group CNN for image super-resolution [J]. IEEE Transactions on Neural Networks and Learning Systems. 2022.　(First district of Chinese Academy of Sciences/First district of JRC/SCI-IF:14.255) （The production of international Super-Resolution Benchmark)
C. Tian, Y. Xu, W. Zuo, B. Zhang, L. Fei, C. Lin. Coarse-to-fine CNN for image super-resolution [J]. IEEE Transactions on Multimedia, 23, 1489-1502, 2021. （The production of international Super-Resolution Benchmark)
C. Tian, Y. Xu, W. Zuo, C. Lin, D. Zhang. Asymmetric CNN for image super-resolution [J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021. （The production of international Super-Resolution Benchmark)
C. Tian, G. Zhu, Z. Wu, Y. Xu, W. Zuo, C. Chen, C. Lin. Lightweight Image Super-Resolution with Enhanced CNN[J].Knowledge-based systems, 2020:106235. （The production of international Super-Resolution Benchmark)

Journal papers (期刊论文)

Tian Chunwei, Xie Jingyuan, Li Lingjun, Zuo Wangmeng, Zhang Yanning, Zhang David. A perception CNN for facial expression recognition[J]. IEEE Transactions on Image Processing. 2025. (JCR Q1/SCI-IF:13.7)
Tian Chunwei, Zhang Chengyuan, Zhang Bob, Li Zhiwu, Chen C. L. Philip, Zhang David. A cosine network for image super-resolution[J]. IEEE Transactions on Image Processing. 2025. (JCR Q1/SCI-IF:13.7)
Li Shengrong, Zhu Qi, Tian Chunwei, Zhang Li,Shen Bo, Zheng Chuhang, Zhang Daoqiang, Shao Wei. Spatio-Temporal Evolutionary Graph Learning for Brain Network Analysis using Medical Imaging[J]. IEEE Transactions on Image Processing. 2025. (JCR Q1/SCI-IF:13.7)
Tian Chunwei, Zhang Yanning, Zuo Wangmeng, Lin Chia-Wen, Zhang David, Yuan Yixuan. A heterogeneous group CNN for image super-resolution[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024,35(5):6507-6519. (JCR Q1/SCI-IF: 14.255/Cited 110 times)
Tian Chunwei, Xu Yong, Zuo Wangmeng, Lin Chia-Wen, Zhang David. Coarse-to-fine CNN for image super-resolution [J]. IEEE Transactions on Multimedia, 2021, 23:1489-1502. (JCR Q1/SCI-IF: 6.351/Cited 264 times)
Tian Chunwei, Fei Lunke, Zheng Wenxian, Xu Yong, Zuo Wangmeng, Lin Chia-Wen. Perceptive self-supervised learning network for noisy image watermark removal[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(8): 7069-7079. (JCR Q1/SCI-IF:8.4)
Tian Chunwei, Zheng Menghua, Jiao Tiancai, Zuo Wangmeng, Zhang Yanning, Lin Chia-Wen. A Self-supervised CNN for image watermark removal[J]. IEEE Transactions on Circuits and Systems for Video Technology,2024,34(8):7566-7576. (JCR Q1/SCI-IF:8.4)
Tian Chunwei, Xu Yong, Zuo Wangmeng, Lin Chia-Wen, Zhang David. Asymmetric CNN for image super-resolution[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(6): 3718–3730. (JCR Q1/SCI-IF: 8.7/Cited 141 times)
Tian Chunwei, Zheng Menghua, Lin Chia-Wen, Li Zhiwu, Zhang David. Heterogeneous window transformer for image denoising[J]. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2024, 54(11): 6621-6632. (JCR Q1/SCI-IF:8.7)
Tian Chunwei, Zhang Xuanyu, Liang Xu, Li Bo, Sun Yougang, Zhang Shichao. Knowledge Distillation with Fast CNN for License Plate Detection[J]. IEEE Transactions on Intelligent Vehicles, 2023. (JCR Q1/SCI-IF:8.2)
Tian Chunwei, Liu Kai, Zhang Bob, Lin Chia-Wen, Zhang David. A Dynamic Transformer Network for Vehicle Detection[J]. IEEE Transactions on Consumer Electronics. 2025. (JCR Q1/SCI-IF:4.3)
Tian Chunwei, Song Mingjian, Fan Xiaopeng, Zheng Xiangtao, Zhang Bob, Zhang David. A Tree-Guided CNN for Image Super-Resolution[J]. IEEE Transactions on Consumer Electronics. 2025. (JCR Q1/SCI-IF:4.3)
Huang Kan, Li Nannan, Huang Jiarong, Tian Chunwei*. Exploiting memory-based cross-image contexts for salient object detection in optical remote sensing images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62: 5614615. (JCR Q1/SCI-IF:7.6)
Huang Kan, Tian Chunwei*, Lin Chia-Wen. Progressive context-aware dynamic network for salient object detection in optical remote sensing images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61: 4703816. (JCR Q1/SCI-IF:7.5)
Huang Kan, Fang Leyuan, Tian Chunwei*. Learning to Adapt Using Test-Time Images for Salient Object Detection in Optical Remote Sensing Images[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62: 5651714. (JCR Q1/SCI-IF:7.6)
Huang Kan, Gui Jie, Li Xiang, Tian Chunwei*. Hierarchical Space-Channel Context Correlation for Salient Object Detection[J]. IEEE Transactions on Instrumentation and Measurement, 2025, 74:1-13. (JCR Q1/SCI-IF:5.9)
Li Shengrong, Zhu Qi, Tian Chunwei, Shao Wei, Zhang Daoqiang. Interpretable Dynamic Brain Network Analysis with Functional and Structural Priors[J]. IEEE Transactions on Medical Imaging. 2025. (JCR Q1/SCI-IF:9.8)
Yuan Di, Liao Donghai, Huang Feng, Qiu Zhaobing, Shu Xiu, Tian Chunwei, Liu Qiao. Hierarchical Attention Siamese Network for Thermal Infrared Target Tracking[J]. IEEE Transactions on Instrumentation and Measurement, 2024. (JCR Q1/SCI-IF:5.6)
Liu Pengju. Zhang Hongzhi, Tian Chunwei, Jiang Feng, Zhang Yudong, Zuo Wangmeng. Tri-Domain Filtering Transformer for CT Metal Artifact Reduction[J]. IEEE Transactions on Radiation and Plasa Medical Sciences. 2025.
Liang Yingqin, Liu Qiao, Tian Chunwei*, Xi Yue, Chen Rui, Yuan Di, Chang Xiaojun, He Zhenyu. Spatial Context-Aware UAV Target Tracking for Consumer Electronics. IEEE Transactions on Consumer Electronics. 2025. (JCR Q1/SCI-IF:10.9)
Wu Shuai, Tian Chunwei, Liu Ruyi, Wei Hang, Xu Yong. An effective interval normalization weighting method for accurate object detection[J]. IEEE Transactions on Systems, Man and Cybernetics: Systems. 2025. (JCR Q1/SCI-IF:8.7)
Fei Lunke, Zhang Bob, Xu Yong, Tian Chunwei, Rida Imad, Zhang David. Jointly Heterogeneous Palmprint Discriminant Feature Learning[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021. (JCR Q1/SCI-IF:10.451)
Tian Chunwei, Zheng Menghua, Zuo Wangmeng, Zhang Bob, Zhang Yanning, Zhang David. Multi-stage image denoising with the wavelet transform[J]. Pattern Recognition, 2023, 134: 109050. (JCR Q1/SCI-IF:8.182/Cited 401 times)
Tian Chunwei, Zheng Menghua, Zuo Wangmeng, Zhang Shichao, Zhang Yanning, Lin Chia-Wen. A cross Transformer for image denoising[J]. Information Fusion, 2024, 102: 102043. (JCR Q1/SCI-IF:18.6/Cited 142 times)
Tian Chunwei, Xu Yong, Li Zuoyong, Zuo Wangmeng, Fei Lunke, Liu Hong. Attention-guided CNN for Image Denoising [J], Neural Networks, 2020, 124:117-129. (JCR Q1/SCI-IF: 8.05/Cited 709 times)
Tian Chunwei, Xu Yong, Zuo Wangmeng. Image Denoising Using Deep CNN with Batch Renormalization[J]. Neural Networks, 2020, 121:461-473. (JCR Q1/SCI-IF: 8.05/Cited 638times)
Tian Chunwei, Yuan Yixuan, Zhang Shichao, Lin Chia-Wen, Zuo Wangmeng, Zhang David. Image super-resolution with an enhanced group convolutional neural network[J]. Neural Networks, 2022, 153: 373–385. (JCR Q1/SCI-IF: 9.657/Cited 154 times)
Tian Chunwei, Fei Lunke, Zheng Wenxian, Xu Yong, Zuo Wangmeng, Lin Chia-Wen. Deep Learning on Image Denoising: An overview [J].Neural Networks, 2020, 131:251-275. (JCR Q1/SCI-IF:9.657/Cited 1282 times)
Tian Chunwei, Xiao Jingyu, Zhang Bob, Zuo Wangmeng, Zhang Yudong, Lin Chia-Wen. A self-supervised network for image denoising and watermark removal[J]. Neural Networks, 2024: 106218. (JCR Q1/SCI-IF:9.657)
Tian Chunwei, Xu Yong, Zuo Wangmeng, Du Bo, Lin Chia-Wen, Zhang David. Designing and Training of A Dual CNN for Image Denoising[J]. Knowledge-based Systems, 2021, 226:106949. (JCR Q1/SCI-IF:8.038/Cited 222 times)
Tian Chunwei, Zhuge Ruibin, Wu Zhihao, Xu Yong, Zuo Wangmeng, Chen Chen, Lin Chia-Wen. Lightweight Image Super-Resolution with Enhanced CNN[J]. Knowledge-based Systems, 2020, 205:12. (JCR Q1/SCI-IF:8.038/Cited 195 times)
Tian Chunwei, Xu Yong, Fei Lunke, Wang Junqian, Wen Jie, Luo Nan. Enhanced CNN for image denoising [J], CAAI Transactions on Intelligence Technology, 2019, 4(1):17-23. (JCR Q1/SCI-IF:8.4/Cited 221 times)
Tian Chunwei, Zhang Xuanyu, Zhang Qi, Yang Mingming, Ju Zhaojie. Image super-resolution via dynamic network [J]. CAAI Transactions on Intelligence Technology. 2024, 9(4):837-849. (JCR Q1/SCI-IF:8.4)
Tian Chunwei, Cheng Tongtong, Peng Zhe, Zuo Wangmeng, Tian Yonglin, Zhang Qingfu, Wang Fei-Yue, Zhang David. A Survey on Deep Learning Fundamentals[J]. Artificial Intelligence Review. 2025. (JCR Q1/SCI-IF:13.9)
Zhu Minling, Gong Yadong, Tian Chunwei*. Improving 3D Object Detection in Neural Radiance Fields with Channel Attention[J]. CAAI Transactions on Intelligence Technology. 2025. (JCR Q1/SCI-IF:8.4)
Huang Kan, Tian Chunwei*, Xu Zhijing, Li Nannan, Lin Jerry Chun-Wei. Motion context guided edge-preserving network for video salient object detection[J]. Expert Systems with Applications, 2023, 233: 120739. (JCR Q1/SCI-IF:7.5)
Zhang Qi, Xiao Jingyu, Tian Chunwei*, Xu Jiayu, Zhang Shichao, Lin Chia-Wen. A parallel and serial denoising network[J]. Expert Systems with Applications, 2023, 231: 120628. (JCR Q1/SCI-IF:7.5)
Zhang Qi, Xiao Jingyu, Tian Chunwei*, Lin Jerry Chun-Wei, Zhang Shichao. A robust deformed convolutional neural network (CNN) for image denoising[J]. CAAI Transactions on Intelligence Technology, 2023, 8(2): 331-342. (JCR Q1/SCI-IF:8.4/Cited 251 times)
Tian Yonglin, Lin Fei, Li Yiduo, Zhang Tengchao, Zhang Qiyao, Fu Xuan, Huang Jun, Dai Xingyuan, Wang Yutong, Tian Chunwei, Lie Bai, Lv Yisheng, Kovacs Levente, Wang Fei-Yue. UAVs Meet LLMs: Overviews and Perspectives Toward Agentic Low-Altitude Mobility[J]. Information Fusion, 2025, 122: 103158. (JCR Q1/SCI-IF:18.6)
Zeng Kun, Wu Yuntao, Li Zuoyong, Hu Rong, Tian Chunwei. DSCIL: Dynamic Selected Contrastive Instance Learning for Weakly Supervised Video Anomaly Detection[J]. Pattern Recognition. 2025. (JCR Q1/SCI-IF:7.6)
Zhao Yang, Chen Ziyang, He Junling, Li Wenting, Xiao Yao, Tian Chunwei, Zhang Yongjun. GIP-Stereo: Geometry-Aware Information Propagation Network for Stereo Matching[J]. Knowledge-Based Systems. 2025: 114062. (JCR Q1/SCI-IF:7.2)
Yang Kai, Li Qun, Tian Chunwei, Zhang Haijun, Shi Aiwu, Li Jinkai. DeforT: Deformable transformer for visual tracking[J]. Neural Networks, 2024, 176: 106380. (JCR Q1/SCI-IF:9.657)
Wen Jie, Fang Xiaozhao, Xu Yong, Tian Chunwei, Fei Lunke. Low-rank representation with adaptive graph regularization [J]. Neural Networks, 2018, 108:83-96. (JCR Q1/SCI-IF:9.657/Cited 146 times)
Fei Lunke, Zhang Bob, Tian Chunwei, Teng Shaohua, Wen Jie. Jointly Learning Multi-instance Hand-based Biometric Descriptor[J]. Information Sciences, 2021, 562:1-12. (JCR Q1/SCI-IF:6.795)
Wang Tao, Liu Yongzhuang, Yin Quanwei, Geng Jiaquan, Chen Jin, Yin Xipeng, Wang Yongtian, Shang Xuequn, Tian Chunwei*, Wang Yadong. Enhancing discoveries of molecular QTL studies with small sample size using summary statistic imputation [J]. Briefing in Bioinformatics, 2021. (JCR Q1/SCI-IF:11.622)
Hu Yuxuan, Tian Chunwei#, Zhang Jian, Zhang Shichao. Efficient image denoising with heterogeneous kernel-based CNN[J]. Neurocomputing, 2024, 592: 127799. (JCR Q1/SCI-IF:5.5)
Shu Xiu, Li Zhihui, Tian Chunwei, Chang Xiaojun, Yuan Di. An active learning model based on image similarity for skin lesion segmentation[J]. Neurocomputing, 2025, 630: 129690. (JCR Q1/SCI-IF:5.5)
Zhu Minling, Gong Yadong, Tian Chunwei, Zhu Zuyuan. A Systematic Survey of Transformer-Based 3D Object Detection for Autonomous Driving: Methods, Challenges and Trends[J]. Drones, 2024, 8(8): 412. (JCR Q1/SCI-IF:4.4)
Song Chao, Li Hao, Li Bo, Wang Jiacun, Tian Chunwei.Distributed Robust Data-Driven Event-Triggered Control for QUAVs under Stochastic Disturbances[J]. Defence Technology. 2025. (JCR Q1/SCI-IF:4.035)
Huang Kan, Tian Chunwei, Su Jingyong, Lin Jerry Chun-Wei. Transformer-based cross reference network for video salient object detection[J]. Pattern Recognition Letters, 2022. (JCR Q1/SCI-IF: 3.756)
Zhu Lei, Zhang Chengyuan, Song Jiayu, Zhang Shichao, Tian Chunwei, Zhu Xinghui. Deep Mult-Graph Hierarchical Enhanced Semantic Representation for Cross-Modal Retrieval [J]. IEEE Multimedia, 2021. (JCR Q1/SCI-IF:5.622)
Xu Yong, Li Zhengming, Tian Chunwei, Yang Jian. Multiple vector representations of images and robust dictionary learning[J]. Pattern Recognition Letters, 2019, 128:131-136. (JCR Q1/SCI-IF:3.756)
Shu Xiu, Huang Feng, Qiu Zhaobing, Tian Chunwei, Liu Qiao, Yuan Di. Search region updating with hierarchical feature fusion for accurate thermal infrared tracking. Journal of the Franklin Institute, 2024, 361(18), 107332.( JCR Q1/SCI-IF:4.2)
Huang Kan, Tian Chunwei*, Li Ge. Bidirectional mutual guidance transformer for salient object detection in optical remote sensing images[J]. International Journal of Remote Sensing, 2023, 44(13): 4016-4033. (JCR Q1/SCI-IF:3.4)

Conference papers (会议论文)

Li Shengrong, Tian Chunwei, Zhu Qi, Zhang Daoqiang. HeLo: Heterogeneous Multi-Modal Fusion with Label Correlation for Emotion Distribution Learning. ACM International Conference on Multimedia (ACM MM), 2025. (CCF A / Top-tier conference in multimedia / EI)
Li Shengrong, Zhu Qi, Tian Chunwei, Zhang Xinyang, Shao Wei, Wen Jie, Zhang Daoqiang. NeuroH-TGL: Neuro-Heterogeneity Guided Temporal Graph Learning Strategy for Brain Disease Diagnosis. NeurIPS (Neural Information Processing Systems), 2025. (CCF A / Top-tier conference in machine learning and artificial intelligence / EI)
Meng Qi, Tian Chunwei. An Infrared-Visible Image Fusion Network with Multi-Scale Convolutional Attention and Transformer. International Conference on Cyber-Physical Social Intelligence (ICCSI), 2024. (EI / Oral Paper)
Qin Jianyang, Fei Lunke, Zhu Jian, Wen Jie, Tian Chunwei, Wu Shuai. Scalable Discriminative Discrete Hashing For Large-scale Cross-modal Retrieval. ICASSP 2021 (IEEE International Conference on Acoustics, Speech and Signal Processing). (CCF B / Top-tier conference in signal processing / EI)
Fei Lunke, Zhang Bob, Teng Shaohua, Zeng An, Tian Chunwei, Zhang Wei. Learning Discriminative Finger-knuckle-print Descriptor. ICASSP 2019. (CCF B / EI)
Fei Lunke, Zhang Bob, Wen Jie, Tian Chunwei, et al. Joint Learning Multiple Curvature Descriptor for 3D Palmprint Recognition. ICPR 2020 (International Conference on Pattern Recognition). (CCF C / Mainstream conference in pattern recognition / EI)
Fei Lunke, Teng Shaohua, Wen Jie, Tian Chunwei, et al. Jointly Learning Compact Multi-instance FKP Descriptor. IJCB 2020 (International Joint Conference on Biometrics). (CCF C / Specialized conference in biometrics / EI)